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AI30 August 2026

Coding and testing

23 tasks. August 30, 2026 closed at 10.3x aggregate execution leverage across 448.5 qualified-senior-equivalent hours in 2,608 agent-session minutes. Covered operator leverage was 228.1x.

That is 11.2 qualified-senior-equivalent weeks. Task factors ranged from 2.7x to 27.7x. The largest project grouping contained 20 entries.

Task Log

#TaskSenior Est.Agent SessionOperatorFactor
1Testing6.0h13m2m27.7x
2Testing9.0h20m2m27.0x
3Documentation12.0h27m6m26.7x
4Fable-planner: twelfth-pass remediation program for @[product]/activity-ui — independently re-verified all 12 owner-review findings (pause propagation, AudioCapture lifecycle races, TTS ownership, response…6.0h14m2m25.7x
5[product] /findings round 2: verified and fixed 12 defects across the Markdown/unicode-math pipeline and the component layer. All 10 owner-reported findings reproduced executably before any fix; 2 more found…18.0h44m3m24.5x
6Deployment34.0h86m4m23.7x
7Documentation14.0h39m4m21.5x
8Full WCAG 2.2 AA accessibility audit and same-session remediation of [product] web, including shared activity components, six rendered axe matrices, responsive and unit verification, and a validated PubMark…40.0h123m1m19.5x
9Infrastructure7.0h26m2m16.2x
10[product]: /findings run 11 — 2 owner findings plus 2 found during the work, all fixed. F19: round 10 replaced a hand-written URL regex with the real Markdown parser but applied the new boundary inside only…5.0h21m3m14.3x
11Design and frontend6.0h26m4m13.8x
12/findings tenth pass on @[product]/activity-ui ([product]). 23 owner-reported findings verified by a 46-agent fan-out (independent verifier + adversarial challenger each), 0 refutations. 21 confirmed, 1…62.0h281m3m13.2x
13Testing72.0h360m45m12.0x
14[product] /findings: verified and fixed 9 defects in the Markdown/unicode-math normalization pipeline. All 7 owner-reported findings reproduced executably before any fix; 2 more found during the run (Greek…14.0h73m4m11.5x
15Deployment26.0h139m6m11.2x
16Testing15.0h87m4m10.3x
17Deployment34.0h218m3m9.4x
18[product]: fixed a concurrency-arbitration defect in the retirement-transfer endpoint. The idempotency verdict (transferred) was derived from whether the call inserted the successor enrollment row, a proxy…5.0h43m3m7.0x
19[product] /findings round 4: four owner-reported findings, each with a regression test observed failing first. (1) P1 — every request-scoped DB session committed in FastAPI's dependency exit stack, which…7.0h89m3m4.7x
20Content production3.5h47m2m4.5x
21Deployment9.0h124m3m4.4x
22[product] ninth-pass /findings run, released as @[product]/activity-ui 2.3.0: 33 findings resolved and 1 disproved — the owner's 14 plus 20 found while verifying and fixing them, four of which were…34.0h489m5m4.2x
23Deployment10.0h219m4m2.7x

Aggregate Statistics

MetricValue
Total tasks23
Qualified-senior-equivalent hours448.5
Agent-session minutes2,608
Covered operator minutes118
Recorded tokens6,225,000
Aggregate execution leverage10.3x
Covered operator leverage228.1x

Interpretation

The qualified-senior hours are counterfactual estimates and inherit that uncertainty. Execution, token, and operator-time values retain their recorded provenance, which is incomplete for some legacy rows. Summed agent-session minutes are not serial wall-clock time when sessions overlap.

This is one unusually experienced operator's record under unusual working conditions, not a general benchmark. The complete reconciled snapshot is available for download.